Product Design
AI Software Playbooks Turn UX Into Context the Agent Reads
Anthropic, Google and OpenAI's agent-driven development playbooks keep UX as rules the AI reads, per Nielsen Norman Group, with no stage to learn what users need or test it.
Read the articleFeatured
Google Summer of Code's AI Rules Decide Who Checks the Mentees
A 28 October study co-authored by Google's GSoC staff finds AI made applications polished but untrustworthy. The AI rule an open-source project picks decides who does the checking.
Read the article
Amazon and Meta Killed Their AI Coding Leaderboards
Amazon's KiroRank and Meta's Claudeonomics ranked engineers by AI tokens consumed, until gamed usage inflated costs and both companies quietly shut the boards down.
Read the articleLatest Articles
Development
Coding Agents Flag the Stale Rule, Then Follow It Anyway
Two October 2026 preprints show coding agents naming a problem or claiming to stop, then acting against their own words. The diff and a written rule, not the reply, are the levers.
Read the article
Product Design
The Time AI Saves Designers Doesn't Stay With Them
Nielsen Norman Group's survey of 521 UX practitioners finds AI-saved time rarely stayed with them. Trials that time one person per task can't see where it went.
Read the article
Product Design
The AI Feature That Helped Most Got Rated Least Helpful
A Microsoft Research study found a writing assistant that improved essays and recall was rated less helpful. The thumbs and satisfaction scores most AI products collect would have scored it last.
Read the article